7180 - 多變量分析

Multivariate Analysis

教育目標 Course Target

課程目標:
一、教導學生如何將「研究流程」、「研究架構」與「統計分析程序」進行一個緊密的連結;
二、教導學生如使用SPSS與LISREL套裝軟體,進行景觀建築與休閒遊憩領域中常用的各種多變量統計分析方法;
三、讓學生了解如何在期刊論文中呈現統計分析的結果。

課程內涵:
一、基礎統計原理、推論統計原理;
二、資料處理、描述性統計;
三、低階多變量分析;
四、探索性因素分析;
五、集群分析;
六、迴歸分析;
七、驗證性因素分析;
八、線性結構模式。

Course Target:
1. Teach students how to connect “research process”, “research structure” and “statistic analysis procedures” in a tight connection;
2. Teach students to use SPSS and LISREL software to carry out various multi-variable statistical analysis methods commonly used in landscape architecture and leisure and leisure areas;
3. Let students understand how to present the results of statistical analysis in journal articles.

Course content:
1. Basic statistical principles and recommended statistical principles;
2. Data processing and descriptive statistics;
3. Low-level multi-variable analysis;
4. Exploring factor analysis;
5. Cluster analysis;
6. Recitation analysis;
7. Analysis of verified factors;
8. Linear structure pattern.

課程概述 Course Description

Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1.Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.

Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1. Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.

參考書目 Reference Books

1.邱皓政,(2002),量化研究與統計分析:SPSS中文視窗版資料分析範例解析(二版),台北:五南。
2.邱皓政,(2005),量化研究法(一),台北:雙葉。
3.邱皓政,(2005),量化研究法(二),台北:雙葉。
4.王保進,(2004),多變量分析,台北:高等教育 (02-2388-5899)。
5.賴虹燕譯、酒井隆著,( 2004),問卷設計、市場調查與統計分析實務入門,台北:博碩文化。
6.蕭文龍,(2007),多變量分析最佳入門實用書—SPSS+LISREL(SEM),台北:諅峰。
7.黃俊英,(2000),多變量分析,台北:中國經濟企業研究所。
8.劉宏裕等譯 (Gratton, Chris & Jones, Ian原著),( 2007),運動研究方法,台北:華都文化。
9.Hair, Black, Babin, Anderson, Tatham. (2006). Multivariate Data Analysis(6th ed.). Upper Saddle River, NJ: Pearson Education.
10.陳昭蓉譯(高橋信原著),世界第一簡單統計學因素分析篇,台北:世茂。
11.陳昭蓉譯(高橋信原著),世界第一簡單統計學迴歸分析篇,台北:世茂。

1. Qiu Haozheng, (2002), Quantitative research and statistical analysis: Analysis of SPSS Chinese window version data analysis examples (second edition), Taipei: Wunan.
2. Qiu Haozheng, (2005), Quantitative Research Method (I), Taipei: Double Leaf.
3. Qiu Haozheng, (2005), Quantitative Research Method (II), Taipei: Double Leaf.
4. Wang Baojin, (2004), Multivariate Analysis, Taipei: Higher Education (02-2388-5899).
5. Feng Hong Yan Lu, Takashi Sakai, (2004), Question Design, Market Survey and Statistical Analysis and Initiative, Taipei: Bosing Culture.
6. Xu Wenlong, (2007), The best practical book for multivariate analysis—SPSS+LISREL(SEM), Taipei: Kuaifeng.
7. Huang Junying, (2000), Multivariate Analysis, Taipei: China Economic Enterprise Research Institute.
8. Liu Hongyu et al. (original work by Gratton, Chris & Jones, Ian), (2007), Sports Research Methods, Taipei: Huadu Culture.
9.Hair, Black, Babin, Anderson, Tatham. (2006). Multivariate Data Analysis(6th ed.). Upper Saddle River, NJ: Pearson Education.
10. Translation by Chen Zhaorong (original work by Gao Qiaoxin), the world's first simple statistical factor analysis, Taipei: Shimao.
11. Translation by Chen Zhaorong (original work by Gao Qiaoxin), the world's first simple statistical analysis chapter, Taipei: Shimao.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
分組報告no.1-描述性統計
Sub-group Report no.1 - Descriptive Statistics
15
分組報告no.2-低階多變量分析
Sub-group Report no.2 - Low-level Multivariate Analysis
15
分組報告no.3-探索性因素分析
Sub-group report no.3-exploratory factor analysis
15

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 7180
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Wednesday/2,3,4[景觀系館]
  • 授課教師 Teacher:
    黃宜瑜
  • 修課班級 Class:
    景觀碩1,2
  • 選課備註 Memo:
    景觀碩一可修習
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 6 人

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